Location-based data driven model for real estate market value analysis based on energy performance certification

被引:1
|
作者
Moretti, Nicola [1 ]
Tagliabue, Lavinia Chiara [2 ]
Dejaco, Mario Claudio [1 ]
Cecconi, Fulvio Re [1 ]
机构
[1] Politecn Milan, Dept Architecture Built Environm & Construct Engn, Via Ponzio 31, I-20133 Milan, Italy
[2] Univ Brescia, Dept Civil Environm Architectural Engn & Math, Via Branze 43, I-25123 Brescia, Italy
关键词
D O I
10.1088/1742-6596/1343/1/012052
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The market value of physical assets varies over time as a function of different factors. These factors are related, for instance, to the correct execution of construction works and installation of systems, the procedures for the operation of systems and equipment, the continuous implementation of maintenance operations and to the location and the perceived value. However, there is no clear evidence, in Italy, of how buildings' market value is affected by the energy performance measured by the Energy Performance Certification (EPC), promoted thanks to the European Energy Performance of Buildings Directive in order to drive the assets' energy efficiency. The aim of the research is the definition of a methodology for the identification of the impact of the energy performance on the market value of the assets. An analysis of the market values of assets has been carried out based on a public database. On this basis, an investigation of homogeneous assets' price areas has been performed. The results have been geolocated and further processed, which allowed to associate differences in the market values to the energy performance retrieved from the Certificazione Energetica degli EDifici (CENED) database (the Italian regional EPC database). The buildings included in the analysis are residential buildings distributed in the regional territory (Lombardy Region). The methodology has been tested at national level but is potentially scalable in different contexts. It has been developed and applied in two case studies, cities with different size and characteristics located in the northern Italy.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] The analysis on investment value of real estate market based on discounted income model
    Zheng Chunyan
    Li Yanxi
    Bi Zhenhua
    PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON CONSTRUCTION & REAL ESTATE MANAGEMENT, VOLS 1 AND 2: COLLABORATION AND DEVELOPMENT IN CONSTRUCTION AND REAL ESTATE, 2006, : 1496 - 1500
  • [2] Data dissemination model for location-based services
    Park, KJ
    Song, MB
    Kong, KS
    PDCAT 2005: Sixth International Conference on Parallel and Distributed Computing, Applications and Technologies, Proceedings, 2005, : 186 - 190
  • [3] A Location-Based Service to Support Collaboration and Strategic Control in a Real Estate Broker
    Cancino, Christian A.
    Zurita, Gustavo N.
    UBIQUITOUS COMPUTING AND AMBIENT INTELLIGENCE, UCAMI 2017, 2017, 10586 : 181 - 193
  • [4] Analysis of Real Estate Price Based on Panel Data Model
    Wang Yanfei
    He Xiaoqun
    RECENT ADVANCE IN STATISTICS APPLICATION AND RELATED AREAS, PTS 1 AND 2, 2011, : 756 - 761
  • [5] Challenges of Location-Based Services Market Analysis: Current Market Description
    Basiri, Anahid
    Moore, Terry
    Hill, Chris
    Bhatia, Paul
    PROGRESS IN LOCATION-BASED SERVICES 2014, 2015, : 273 - 282
  • [6] Buildings Energy Performance and Real Estate Market Value: An Application of the Spatial Auto Regressive (SAR) Model
    Bottero, Marta
    Bravi, Marina
    Mondini, Giulio
    Talarico, Antonio
    APPRAISAL: FROM THEORY TO PRACTICE, 2017, : 221 - 230
  • [7] Transportation Simulation Modeling and Location-Based Services Data Completion Based on a Data and Model Dual-Driven Approach
    Wang, Hantong
    Shi, Ziyi
    Chen, Yong
    Zhu, Zheng
    Chen, Xiqun
    APPLIED SCIENCES-BASEL, 2024, 14 (11):
  • [8] Strategic Analysis of Real Estate Companies in Hangzhou Based on Value Chain Model
    Yu Pingping
    2008 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL 3, PROCEEDINGS, 2008, : 216 - 221
  • [9] Real estate market and building energy performance: Data for a mass appraisal approach
    Bonifaci, Pietro
    Copiello, Sergio
    DATA IN BRIEF, 2015, 5 : 1060 - 1065
  • [10] A probabilistic data model and algebra for location-based data warehouses and their implementation
    Timko, Igor
    Dyreson, Curtis
    Pedersen, Torben Bach
    GEOINFORMATICA, 2014, 18 (02) : 357 - 403